{"id":"W3065008241","doi":"10.20944/preprints202008.0402.v1","title":"Sustainable Complete Streets Design Criteria and Case Study in Naples, Italy","year":2020,"lang":"en","type":"preprint","venue":"Preprints.org","topic":"Sustainable Building Design and Assessment","field":"Engineering","cited_by":2,"is_retracted":false,"has_abstract":true,"ca_institutions":"University of British Columbia, Okanagan Campus; University of British Columbia","funders":"","keywords":"Public space; Environmental planning; Urban planning; Architectural engineering; Space (punctuation); Urban design; Quality (philosophy); Transport engineering; Sustainable development; Civil engineering; Geography; Computer science; Engineering; Political science","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"metacan-v3-hybrid-931329e0061c","candidate_categories":[],"consensus_categories":[],"category_scores_codex":[0.001156763,0.0006275271,0.0002563738,0.001822219,0.001663298,0.001666552,0.001145949,0.001325215,0.005194777],"category_scores_gemma":[0.001664053,0.000224266,0.0004414033,0.002426299,0.001770706,0.0008024708,0.001344775,0.0004319637,0.000618177],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.004884562,"about_ca_system_score_gemma":0.001648434,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.02321596,"about_ca_topic_score_gemma":0.07025442,"domain_scores_codex":[0.9986992,0.0006456136,0.0000651565,0.0001208154,0.0003180643,0.0001511403],"domain_scores_gemma":[0.9992406,0.000336503,0.00008673126,0.00009260361,0.0001292834,0.0001143539],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"simulation_or_modeling","study_design_gemma":"observational","study_design_scores_codex":[0.0007876657,0.002827342,0.07312464,0.004596903,0.0002248485,0.0624688,0.05013095,0.2642938,0.01436812,0.2285675,0.05233548,0.2462739],"study_design_scores_gemma":[0.0003881362,0.001735434,0.1517595,0.001828617,0.0002292526,0.01338026,0.07488193,0.1574475,0.01732617,0.04824209,0.5324387,0.0003423814],"study_design_candidate":"observational","study_design_consensus":null,"genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.8869414,0.0006740836,0.02024155,0.0006778057,0.00003765903,0.001147352,0.001067422,0.0001149154,0.08909789],"genre_scores_gemma":[0.9388331,0.0005450033,0.0402624,0.00006455748,0.00001917117,0.0009921968,0.001037562,0.00004709327,0.01819888],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.02321596,"threshold_uncertainty_score":0.04616165,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1607894381369626,"score_gpt":0.3525713967010319,"score_spread":0.1917819585640693,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}